Design an evaluation framework for comparing the performance of various NLP models.
Instruction: Outline a comprehensive framework for assessing and comparing the effectiveness of different NLP models in a standardized manner.
Context: Candidates must demonstrate their understanding of NLP model evaluation metrics and the ability to create a robust testing framework.
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I would build the framework around task fit, robustness, efficiency, and deployment relevance...